Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs. - Alexey Ozerov; Pierrick Philippe; Frédéric Bimbot; Rémi Gribonval (IEEE Trans. Speech Audio Process., 2007)

Single channel source separation using static and dynamic features in the power domain. - Ilyas Potamitis; Alexey Ozerov (EUSIPCO, 2008)

Main instrument separation from stereophonic audio signals using a source/filter model. - Jean-Louis Durrieu; Alexey Ozerov; Cédric Févotte; Gaël Richard; Bertrand David 002 (EUSIPCO, 2009)

Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation. - Alexey Ozerov; Cédric Févotte (ICASSP, 2009)

Optimal parameter estimation for model-based quantization. - Alexey Ozerov; W. Bastiaan Kleijn (ICASSP, 2009)

Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation. - Simon Arberet; Alexey Ozerov; Rémi Gribonval; Frédéric Bimbot (ICA, 2009)

Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation. - Alexey Ozerov; Cédric Févotte; Maurice Charbit (WASPAA, 2009)

Notes on Nonnegative Tensor Factorization of the Spectrogram for Audio Source Separation: Statistical Insights and Towards Self-Clustering of the Spatial Cues. - Cédric Févotte; Alexey Ozerov (CMMR, 2010)

The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio Source Separation. - Shoko Araki; Alexey Ozerov; Vikrham Gowreesunker; Hiroshi Sawada; Fabian J. Theis; Guido Nolte; Dominik Lutter; Ngoc Q. K. Duong (LVA/ICA, 2010)

The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Biomedical Source Separation. - Shoko Araki; Fabian J. Theis; Guido Nolte; Dominik Lutter; Alexey Ozerov; Vikrham Gowreesunker; Hiroshi Sawada; Ngoc Q. K. Duong (LVA/ICA, 2010)

A General Modular Framework for Audio Source Separation. - Alexey Ozerov; Emmanuel Vincent 001; Frédéric Bimbot (LVA/ICA, 2010)

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation. - Simon Arberet; Alexey Ozerov; Ngoc Q. K. Duong; Emmanuel Vincent 001; Rémi Gribonval; Frédéric Bimbot; Pierre Vandergheynst (ISSPA, 2010)

Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation. - Alexey Ozerov; Cédric Févotte (IEEE Trans. Speech Audio Process., 2010)

Multi-source TDOA estimation using SNR-based angular spectra. - Charles Blandin; Emmanuel Vincent 001; Alexey Ozerov (ICASSP, 2011)

Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation. - Alexey Ozerov; Cédric Févotte; Raphaël Blouet; Jean-Louis Durrieu (ICASSP, 2011)

Informed source separation: Source coding meets source separation. - Alexey Ozerov; Antoine Liutkus; Roland Badeau; Gaël Richard (WASPAA, 2011)

Asymptotically Optimal Model Estimation for Quantization. - Alexey Ozerov; W. Bastiaan Kleijn (IEEE Trans. Commun., 2011)

Spatial coding-based Informed Source Separation. - Antoine Liutkus; Alexey Ozerov; Roland Badeau; Gaël Richard (EUSIPCO, 2012)

Audio codingwith power spectral density preserving quantization. - Minyue Li; Janusz Klejsa; Alexey Ozerov; W. Bastiaan Kleijn (ICASSP, 2012)

Robust Singer Identification in Polyphonic Music using Melody Enhancement and Uncertainty-based Learning. - Mathieu Lagrange; Alexey Ozerov; Emmanuel Vincent 001 (ISMIR, 2012)

A tractable framework for estimating and combining spectral source models for audio source separation. - Simon Arberet; Alexey Ozerov; Frédéric Bimbot; Rémi Gribonval (Signal Process., 2012)

Multi-source TDOA estimation in reverberant audio using angular spectra and clustering. - Charles Blandin; Alexey Ozerov; Emmanuel Vincent 001 (Signal Process., 2012)

The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges. - Emmanuel Vincent 001; Shoko Araki; Fabian J. Theis; Guido Nolte; Pau Bofill; Hiroshi Sawada; Alexey Ozerov; Vikrham Gowreesunker; Dominik Lutter; Ngoc Q. K. Duong (Signal Process., 2012)

A General Flexible Framework for the Handling of Prior Information in Audio Source Separation. - Alexey Ozerov; Emmanuel Vincent 001; Frédéric Bimbot (IEEE Trans. Speech Audio Process., 2012)

Multiplicative updates for modeling mixtures of non-stationary signals in the time-frequency domain. - Roland Badeau; Alexey Ozerov (EUSIPCO, 2013)

A scalable framework for joint clustering and synchronizing multi-camera videos. - Ashish Bagri; Franck Thudor; Alexey Ozerov; Pierre Hellier (EUSIPCO, 2013)

On evaluating face tracks in movies. - Alexey Ozerov; Jean-Ronan Vigouroux; Louis Chevallier; Patrick Pérez (ICIP, 2013)

Text-informed audio source separation using nonnegative matrix partial co-factorization. - Luc Le Magoarou; Alexey Ozerov; Ngoc Q. K. Duong (MLSP, 2013)

Facial Landmarks Localization Estimation by Cascaded Boosted Regression. - Louis Chevallier; Jean-Ronan Vigouroux; Alix Goguey; Alexey Ozerov (VISAPP (1), 2013)

Uncertainty-based learning of acoustic models from noisy data. - Alexey Ozerov; Mathieu Lagrange; Emmanuel Vincent 001 (Comput. Speech Lang., 2013)

Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. - Alexey Ozerov; Antoine Liutkus; Roland Badeau; Gaël Richard (IEEE Trans. Speech Audio Process., 2013)

Perceptual coding-based Informed Source Separation. - Serap Kirbiz; Alexey Ozerov; Antoine Liutkus; Laurent Girin (EUSIPCO, 2014)

An interactive audio source separation framework based on non-negative matrix factorization. - Ngoc Q. K. Duong; Alexey Ozerov; Louis Chevallier; Joel Sirot (ICASSP, 2014)

Temporal annotation-based audio source separation using weighted nonnegative matrix factorization. - Ngoc Q. K. Duong; Alexey Ozerov; Louis Chevallier (ICCE-Berlin, 2014)

On-the-fly audio source separation. - Dalia El Badawy; Ngoc Q. K. Duong; Alexey Ozerov (MLSP, 2014)

Shot aggregating strategy for near-duplicate video retrieval. - Vignesh Srinivasan; Frédéric Lefèbvre; Alexey Ozerov (EUSIPCO, 2015)

Joint Audio Inpainting and Source Separation. - Çagdas Bilen; Alexey Ozerov; Patrick Pérez (LVA/ICA, 2015)

Relative group sparsity for non-negative matrix factorization with application to on-the-fly audio source separation. - Dalia El Badawy; Alexey Ozerov; Ngoc Q. K. Duong (ICASSP, 2015)

Audio declipping via nonnegative matrix factorization. - Cagdas Bilen; Alexey Ozerov; Patrick Pérez (WASPAA, 2015)

Compressive sampling-based informed source separation. - Cagdas Bilen; Alexey Ozerov; Patrick Pérez (WASPAA, 2015)

Text-Informed Audio Source Separation. Example-Based Approach Using Non-Negative Matrix Partial Co-Factorization. - Luc Le Magoarou; Alexey Ozerov; Ngoc Q. K. Duong (J. Signal Process. Syst., 2015)

Acoustic Scene Classification: An evaluation of an extremely compact feature representation. - Gustavo Sena Mafra; Ngoc Q. K. Duong; Alexey Ozerov; Patrick Pérez (DCASE, 2016)

Text-informed speech inpainting via voice conversion. - Pierre Prablanc; Alexey Ozerov; Ngoc Q. K. Duong; Patrick Pérez (EUSIPCO, 2016)

Automatic allocation of NTF components for user-guided audio source separation. - Cagdas Bilen; Alexey Ozerov; Patrick Pérez (ICASSP, 2016)

Multichannel audio declipping. - Alexey Ozerov; Cagdas Bilen; Patrick Pérez (ICASSP, 2016)

Audio Zoom for Smartphones Based on Multiple Adaptive Beamformers. - Ngoc Q. K. Duong; Pierre Berthet; Sidkieta Zabre; Michel Kerdranvat; Alexey Ozerov; Louis Chevallier (LVA/ICA, 2017)

Motion informed audio source separation. - Sanjeel Parekh; Slim Essid; Alexey Ozerov; Ngoc Q. K. Duong; Patrick Pérez; Gaël Richard (ICASSP, 2017)

Informed source separation via compressive graph signal sampling. - Gilles Puy; Alexey Ozerov; Ngoc Q. K. Duong; Patrick Pérez (ICASSP, 2017)

A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization. - Alexey Ozerov; Srdan Kitic; Patrick Pérez (MLSP, 2017)

Guiding audio source separation by video object information. - Sanjeel Parekh; Slim Essid; Alexey Ozerov; Ngoc Q. K. Duong; Patrick Pérez; Gaël Richard (WASPAA, 2017)

On-the-Fly Audio Source Separation - A Novel User-Friendly Framework. - Dalia El Badawy; Ngoc Q. K. Duong; Alexey Ozerov (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation. - Sharon Gannot; Emmanuel Vincent 001; Shmulik Markovich Golan; Alexey Ozerov (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. - Sanjeel Parekh; Slim Essid; Alexey Ozerov; Ngoc Q. K. Duong; Patrick Pérez; Gaël Richard (CVPR Workshops, 2018)

Audio Style Transfer. - Eric Grinstein; Ngoc Q. K. Duong; Alexey Ozerov; Patrick Pérez (ICASSP, 2018)

Solving Time-Domain Audio Inverse Problems Using Nonnegative Tensor Factorization. - Cagdas Bilen; Alexey Ozerov; Patrick Pérez (IEEE Trans. Signal Process., 2018)

Contributions in Audio Modeling for Solving Inverse Problems: Source Separation, Compression and Inpainting. - Alexey Ozerov (2019)

Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision. - Sanjeel Parekh; Alexey Ozerov; Slim Essid; Ngoc Q. K. Duong; Patrick Pérez; Gaël Richard (WASPAA, 2019)

Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. - Sanjeel Parekh; Slim Essid; Alexey Ozerov; Ngoc Q. K. Duong; Patrick Pérez; Gaël Richard (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Inplace knowledge distillation with teacher assistant for improved training of flexible deep neural networks. - Alexey Ozerov; Ngoc Q. K. Duong (EUSIPCO, 2021)

Self-Supervised VQ-VAE for One-Shot Music Style Transfer. - Ondrej Cífka; Alexey Ozerov; Umut Simsekli; Gaël Richard (ICASSP, 2021)

The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications. - Filareti Tsalakanidou; Symeon Papadopoulos; Vasileios Mezaris; Ioannis Kompatsiaris; Birgit Gray; Danae Tsabouraki; Maritini Kalogerini; Fulvio Negro; Maurizio Montagnuolo; Jesse de Vos; Philo van Kemenade; Daniele Gravina; et al. (AIAI, 2021)

User-Guided One-Shot Deep Model Adaptation for Music Source Separation. - Giorgia Cantisani; Alexey Ozerov; Slim Essid; Gaël Richard (WASPAA, 2021)

ParaDiS: Parallelly Distributable Slimmable Neural Networks. - Alexey Ozerov; Anne Lambert; Suresh Kirthi Kumaraswamy (CoRR, 2021)

Editorial: Reconstruction of Audio From Incomplete or Highly Degraded Observations. - Pavel Rajmic; Nancy Bertin; Valentin Emiya; Nicki Holighaus; Alexey Ozerov (IEEE J. Sel. Top. Signal Process., 2021)

A Survey and an Extensive Evaluation of Popular Audio Declipping Methods. - Pavel Záviska; Pavel Rajmic; Alexey Ozerov; Lucas Rencker (IEEE J. Sel. Top. Signal Process., 2021)

Feature Compression Using Dynamic Switches in Multi-split CNNs. - Suresh Kirthi Kumaraswamy; Alexey Ozerov; Ngoc Q. K. Duong; Anne Lambert; François Schnitzler; Patrick Fontaine (ESANN, 2022)